Turn PDFs and images into typed fields — invoices, receipts, IDs and custom models — via Mindee OCR.
Scored across 4 tools
Each tool has a clearly distinct purpose: extracting documents, fetching inference results, checking job status, and listing available models. There is no overlap or ambiguity between them.
All tool names follow a consistent pattern: the 'mindee_' prefix followed by verb_noun (extract_document, get_inference, get_job, list_models). This makes the set predictable and easy to navigate.
With only 4 tools, the server is tightly scoped to the essential Mindee operations: submit, poll, retrieve, and explore models. Each tool earns its place, and the count is ideal for this purpose.
The tool set covers the full document extraction lifecycle: listing models, enqueuing extraction (with built-in polling), checking job status for long-running requests, and fetching the final inference result. No critical operation is missing.
Submit a document (PDF or image) to a Mindee extraction model and return the structured fields. Provide EITHER document_url (a public URL) OR file_base64 (+ filename). This enqueues an inference and polls until it completes (up to ~30s); if it is still processing it returns a job_id you can poll with mindee_get_job then read with mindee_get_inference. NOTE: consumes Mindee API credits (paid, billed per page). V2 API: POST /v2/inferences/enqueue.
| Name | Required | Description | Default |
|---|---|---|---|
| rag | No | Enable Retrieval-Augmented Generation for the model, if configured. | |
| alias | No | Your own reference tag echoed back in the job/result. | |
| polygon | No | Return bounding-box polygons for fields. | |
| filename | No | Filename for file_base64 uploads, e.g. 'invoice.pdf'. | |
| model_id | Yes | Extraction model id (from mindee_list_models). | |
| raw_text | No | Also return the full OCR raw text of the document. | |
| confidence | No | Return per-field confidence levels (Certain/High/Medium/Low). | |
| file_base64 | No | Base64-encoded document bytes. Use this OR document_url; set `filename` too. | |
| webhook_ids | No | Webhook ids to notify on completion (async flows). | |
| document_url | No | Public URL of the document to process. Use this OR file_base64. |
Fetch the structured result of a completed inference by id, returned as a compact map of extracted fields (plus raw_text if it was requested). V2 API: GET /v2/inferences/{inference_id}.
| Name | Required | Description | Default |
|---|---|---|---|
| raw | No | Return the full unshaped API response instead of the compact fields map. Default false. | |
| inference_id | Yes | Inference id (from a Processed job's result_url, or from mindee_extract_document). |
Check the processing status of an enqueued document by job id. Status is Waiting | Processing | Processed | Failed. When Processed, the response carries a result_url; pass that inference id to mindee_get_inference. V2 API: GET /v2/jobs/{job_id}.
| Name | Required | Description | Default |
|---|---|---|---|
| job_id | Yes | Job id returned by mindee_extract_document (when it times out) or an enqueue call. |
List the document-extraction models available to your Mindee account (id, name, type). Use a model's id as the model_id for mindee_extract_document. V2 API: GET /v2/search/models.
| Name | Required | Description | Default |
|---|---|---|---|
| name | No | Optional case-insensitive name filter, e.g. 'invoice'. | |
| model_type | No | Optional model type filter. |
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
mindee_extract_document1 field changedInput schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"mindee_get_inference1 field changedInput schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"mindee_get_job1 field changedInput schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"mindee_list_models1 field changedInput schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"mindee_extract_documentmindee_get_inferencemindee_get_jobmindee_list_modelsTurn any PDF into structured JSON via AI + OCR: invoices, bank statements, contracts.
Turn PDFs, scans and photos into a queryable database. Invoices, CVs, receipts, in bulk.
Extract invoices, receipts and contracts into structured JSON. EU-hosted, per-field confidence.
Extract, search and tag any document: invoices, receipts, contracts, templates. OAuth or API key.
Add one secure layer between your agents and this server.
